Regression on D2 (Average relative MSE)
0.084Average Relative MSEOLS
Evaluation results
| Method | Links | |
|---|---|---|
| OLSSize (n, d)=(345, 6), Privacy=Non-private, Repetitions=1002025.10 | 0.084 | |
| DP-GDSize (n, d)=(345, 6), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.102 | |
| BinAggSize (n, d)=(345, 6), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.151 | |
| AdaSSPSize (n, d)=(345, 6), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.229 | |
| BinAggprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.015 | |
| PATE-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.054 | |
| OriginalAveraging=across 10 synthetic datasets2025.10 | 1.073 | |
| DP-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.126 | |
| AIMprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.326 | |
| DP-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.984 |